On-site, Non-speculative Failure Diagnosis with CLODS

Diagnosing complex production failures is a notoriously difficult task. The bottleneck of diagnosing these failures is often wild goose chases: developers make incorrect hypotheses about the root cause, leading to time and effort spent in verifying these hypotheses, ultimately realizing they were wrong. This is caused by speculations not backed by sufficient evidence because there is insufficient diagnostic data.